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Computer Vision and Image Processing

5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2021

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Editors:
  1. Satish Kumar Singh

    1. Indian Institute of Information Technology Allahabad, Prayagraj, India

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  2. Partha Roy

    1. Indian Institute of Technology Roorkee, Roorkee, India

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  3. Balasubramanian Raman

    1. Indian Institute of Technology Roorkee, Roorkee, India

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  4. P. Nagabhushan

    1. Indian Institute of Information Technology Allahabad, Prayagraj, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1376)

Included in the following conference series:

Conference proceedings info: CVIP 2020.

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About this book

This three-volume set (CCIS 1376-1378) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. 
The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more.

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Table of contents (44 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images

    • Praveen Kumar, Akhouri P. Krishna, Thorkild M. Rasmussen, Mahendra K. Pal
    Pages 1-11

  3. Dynamic Multimodal Biometric System

    • Prateek Patil, Suneeta Agarwal
    Pages 12-19

  4. Copy-Move Image Forgery Detection Using Spatio-Structured SIFT Algorithm

    • Raimoni Hansda, Rajashree Nayak, Bunil Ku. Balabantaray
    Pages 20-31

  5. F-UNet: A Modified U-Net Architecture for Segmentation of Stroke Lesion

    • Hritam Basak, Ajay Rana
    Pages 32-43

  6. Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma

    • Debanjali Bhattacharya, Neelam Sinha, Jitender Saini
    Pages 44-55

  7. CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel Using Filtering Techniques

    • Julia Lasek, Adam Piórkowski
    Pages 56-65

  8. Development of an Automated Monitoring and Warning System for Landslide Prone Sites

    • Ankita Saldhi, Subrat Kar
    Pages 66-77

  9. Deep Neural Network for Pneumonia Detection Using Chest X-Rays

    • Himadri Mukherjee, Bubai Das, Sahana Das, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh et al.
    Pages 78-87

  10. Handwriting Recognition on Filled-in Forms Using CNN

    • Akshada Shinde, Adwait Bhave, Y. V. Haribhakta
    Pages 88-98

  11. A Two Side Histogram Shifting Based Reversible Data Hiding Technique in Encrypted Images

    • Ruchi Agarwal, Manoj Kumar
    Pages 99-112

  12. Security of Digital Images Based on Stream Cipher and MDS Matrix

    • Abdul Gaffar, Anand B. Joshi, Dhanesh Kumar
    Pages 113-125

  13. Retinal Vessel Segmentation Using Joint Relative Entropy Thresholding on Bowler Hat Transform

    • Iman Junaid, U. R. Jena, Pranaba K. Mishro
    Pages 126-136

  14. Semantic Segmentation of Nuclei from Breast Histopathological Images by Incorporating Attention in U-Net

    • R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
    Pages 137-148

  15. Automated Diagnosis of COVID-19 from CT Scans Based on Concatenation of Mobilenetv2 and ResNet50 Features

    • Taranjit Kaur, Tapan Kumar Gandhi
    Pages 149-160

  16. An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image

    • B. H. Shekar, Habtu Hailu
    Pages 161-178

  17. A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images

    • Hazique Aetesam, Suman Kumar Maji, Jérôme Boulanger
    Pages 179-190

  18. Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection

    • Debendra Muduli, Ratnakar Dash, Banshidhar Majhi
    Pages 191-199

  19. Multi-stream CNN for Face Anti-spoofing Using Color Space Analysis

    • Purva Mhasakar, Srimanta Mandal, Suman K. Mitra
    Pages 200-211

  20. Multi-focus Fusion Using Image Matting and Geometric Mean of DCT-Variance

    • Manali Roy, Susanta Mukhopadhyay
    Pages 212-223
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Other volumes

  1. Computer Vision and Image Processing

  2. Computer Vision and Image Processing

  3. Computer Vision and Image Processing

Editors and Affiliations

  • Indian Institute of Information Technology Allahabad, Prayagraj, India

    Satish Kumar Singh, P. Nagabhushan

  • Indian Institute of Technology Roorkee, Roorkee, India

    Partha Roy, Balasubramanian Raman

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